Measurement & Budget — AAJ Marketing Blog

How much should you spend, on what, and how do you know it's working? Benchmarks, analytics, budget optimization, and privacy-first measurement (including marketing mix modeling scaled down for startups) — so budget decisions run on evidence, not vibes.

Related free tools: Marketing Budget Planner · Marketing Budget Calculator · MMM-Lite Starter Kit

Articles

  1. MMM-Lite: Marketing Mix Modeling for Startups (No Data Science Team Required)

    Published: July 17, 2026 — 11 min read — Category: Measurement & Budget

    MMM-Lite is a compact media-mix model plus simple incrementality tests — privacy-first measurement that tells startups where the next $1,000 works hardest.

  2. Incrementality Testing for Startups: Prove Your Ads Actually Work (2026 Guide)

    Published: July 17, 2026 — 13 min read — Category: Measurement & Budget

    Incrementality testing measures the sales your marketing actually caused — not just touched. How geo lift tests work, a worked example, the full test menu, and how to run your first test without an enterprise vendor.

  3. How Much Should a Startup Spend on Marketing? (2026 Benchmarks by Stage)

    Published: June 8, 2026 — 11 min read — Category: Measurement & Budget

    How much should a startup spend on marketing? 2026 benchmarks by funding stage — pre-seed to Series B — plus the LTV/CAC test for setting the right number.

  4. From Intuition to Intelligence: Why Marketing Analytics is the Essential Lever for Growth

    Published: February 10, 2026 — 14 min read — Category: Measurement & Budget

    In an era defined by rapid market shifts and fragmented consumer attention, the 'gut feel' approach to marketing has become a significant liability. Discover how marketing analytics transforms strategic intent into repeatable, measurable results.

  5. Is Your Marketing Budget Working Hard Enough? A Premium Consulting Perspective on Maximizing Marketing ROI

    Published: January 15, 2026 — 15 min read — Category: Measurement & Budget

    Learn how to maximize marketing ROI, avoid budget mistakes, track results, and allocate your small business marketing budget more effectively.